Update audioset.py
Browse files- audioset.py +6 -4
audioset.py
CHANGED
@@ -16,6 +16,8 @@ from huggingface_hub import hf_hub_download
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SAMPLE_RATE = 22_050
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_BALANCED_TRAIN_FILENAME = 'balanced_train_segments.zip'
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_EVAL_FILENAME = 'eval_segments.zip'
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@@ -89,16 +91,16 @@ class AudioSet(datasets.GeneratorBasedBuilder):
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def _generate_examples(self, archive_path, split=None):
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extensions = ['.wav']
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test_metadata_csv =
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if self.config.name == 'balanced':
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train_metadata_csv =
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elif self.config.name == 'unbalanced':
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train_metadata_csv =
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train_metadata_df = self._preprocess_metadata_csv(train_metadata_csv) # ['filename', 'ids']
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test_metadata_df = self._preprocess_metadata_csv(test_metadata_csv) # ['filename', 'ids']
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class_labels_indices_df = pd.read_csv(
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) # ['index', 'mid', 'display_name']
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mid2label = {
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row['mid']:row['display_name'] for idx, row in class_labels_indices_df.iterrows()
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SAMPLE_RATE = 22_050
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_HOMEPAGE = "https://huggingface.co/datasets/confit/audioset"
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_BALANCED_TRAIN_FILENAME = 'balanced_train_segments.zip'
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_EVAL_FILENAME = 'eval_segments.zip'
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def _generate_examples(self, archive_path, split=None):
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extensions = ['.wav']
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test_metadata_csv = f"{_HOMEPAGE}/resolve/main/metadata/eval_segments.csv"
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if self.config.name == 'balanced':
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train_metadata_csv = f"{_HOMEPAGE}/resolve/main/metadata/balanced_train_segments.csv"
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elif self.config.name == 'unbalanced':
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train_metadata_csv = f"{_HOMEPAGE}/resolve/main/metadata/unbalanced_train_segments.csv"
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train_metadata_df = self._preprocess_metadata_csv(train_metadata_csv) # ['filename', 'ids']
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test_metadata_df = self._preprocess_metadata_csv(test_metadata_csv) # ['filename', 'ids']
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class_labels_indices_df = pd.read_csv(
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f"{_HOMEPAGE}/resolve/main/metadata/class_labels_indices.csv"
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) # ['index', 'mid', 'display_name']
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mid2label = {
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row['mid']:row['display_name'] for idx, row in class_labels_indices_df.iterrows()
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